Tag: execution boundaries

• Agentic AI Payoff: Govern the Loop, Not the Spend

  

  One of the largest asset managers in the world says AI has delivered zero financial payoff outside tech. The model was never the missing piece. The harness was. I lay out the six layers that turn token spend into a margin the CFO can see.

  Dr. Harish Kotadia, Ph.D.

  October 26, 2026

  Agentic AI Books, Agentic AI Governance, The Governed Loop

  agent harness, agentic AI architecture, Agentic AI Books, agentic AI governance, agentic AI payoff, agentic AI ROI, AI investment, AI productivity, Anthropic research, audit trail, Enterprise AI, execution boundaries, govern the harness, Mag 7, model risk, permission scoping, regulated enterprises, S&P 493, six-layer architecture, The Governed Loop, token spending